Next-Generation Recurrent Network Models for Cognitive Neuroscience
In this lecture, attendees will learn about the opportunities and challenges associated with Recurrent Neural Networks (RNNs), which, when trained with machine learning techniques on cognitive tasks, have become a widely accepted tool for neuroscientists.
- Mechanistic hypotheses for cognitive computations
- RNNs and complex neural activity patterns
- Fundamental challenges in neural networks